Overview
Brought to you by YData
Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 30 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.9 KiB |
| Average record size in memory | 200.0 B |
Variable types
| TimeSeries | 22 |
|---|---|
| Numeric | 2 |
Timeseries statistics
| Number of series | 22 |
|---|---|
| Time series length | 30 |
| Starting point | 1752349080000 |
| Ending point | 1752350820000 |
| Period | 60000 |
close is highly overall correlated with ema_7 and 12 other fields | High correlation |
ema_14 is highly overall correlated with ema_60 and 8 other fields | High correlation |
ema_21 is highly overall correlated with macdhist_7 and 1 other fields | High correlation |
ema_60 is highly overall correlated with ema_14 and 10 other fields | High correlation |
ema_7 is highly overall correlated with close and 16 other fields | High correlation |
high is highly overall correlated with close and 12 other fields | High correlation |
low is highly overall correlated with close and 12 other fields | High correlation |
macd_7 is highly overall correlated with close and 17 other fields | High correlation |
macdhist_7 is highly overall correlated with ema_14 and 7 other fields | High correlation |
macdsignal_7 is highly overall correlated with ema_14 and 8 other fields | High correlation |
obv is highly overall correlated with volume | High correlation |
open is highly overall correlated with close and 12 other fields | High correlation |
rsi_14 is highly overall correlated with close and 14 other fields | High correlation |
rsi_21 is highly overall correlated with close and 16 other fields | High correlation |
rsi_60 is highly overall correlated with close and 13 other fields | High correlation |
rsi_7 is highly overall correlated with close and 7 other fields | High correlation |
sma_14 is highly overall correlated with ema_14 and 8 other fields | High correlation |
sma_21 is highly overall correlated with ema_21 and 1 other fields | High correlation |
sma_60 is highly overall correlated with ema_14 and 10 other fields | High correlation |
sma_7 is highly overall correlated with close and 16 other fields | High correlation |
target is highly overall correlated with close and 10 other fields | High correlation |
volume is highly overall correlated with obv | High correlation |
window_end_ms is highly overall correlated with close and 12 other fields | High correlation |
window_start_ms is highly overall correlated with close and 12 other fields | High correlation |
open is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
close is non stationary | Non stationary |
window_start_ms is non stationary | Non stationary |
window_end_ms is non stationary | Non stationary |
sma_7 is non stationary | Non stationary |
sma_14 is non stationary | Non stationary |
sma_21 is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
ema_7 is non stationary | Non stationary |
ema_14 is non stationary | Non stationary |
ema_21 is non stationary | Non stationary |
ema_60 is non stationary | Non stationary |
rsi_7 is non stationary | Non stationary |
rsi_14 is non stationary | Non stationary |
rsi_21 is non stationary | Non stationary |
rsi_60 is non stationary | Non stationary |
macd_7 is non stationary | Non stationary |
macdsignal_7 is non stationary | Non stationary |
macdhist_7 is non stationary | Non stationary |
target is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
window_end_ms is uniformly distributed | Uniform |
window_start_ms has unique values | Unique |
window_end_ms has unique values | Unique |
volume has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
ema_14 has unique values | Unique |
ema_21 has unique values | Unique |
ema_60 has unique values | Unique |
rsi_7 has unique values | Unique |
rsi_14 has unique values | Unique |
rsi_21 has unique values | Unique |
rsi_60 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv has unique values | Unique |
Reproduction
| Analysis started | 2025-07-22 19:37:08.193519 |
|---|---|
| Analysis finished | 2025-07-22 19:37:29.637925 |
| Duration | 21.44 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
open
Numeric time series
High correlation Non stationary
| Distinct | 25 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2498.8137 |
|---|---|
| Minimum | 2496.94 |
| Maximum | 2500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2496.94 |
|---|---|
| 5-th percentile | 2497.317 |
| Q1 | 2498.0925 |
| median | 2498.89 |
| Q3 | 2499.815 |
| 95-th percentile | 2500 |
| Maximum | 2500 |
| Range | 3.06 |
| Interquartile range (IQR) | 1.7225 |
Descriptive statistics
| Standard deviation | 0.97933645 |
|---|---|
| Coefficient of variation (CV) | 0.00039192056 |
| Kurtosis | -1.3353483 |
| Mean | 2498.8137 |
| Median Absolute Deviation (MAD) | 0.855 |
| Skewness | -0.19952916 |
| Sum | 74964.41 |
| Variance | 0.95909989 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8974400285 |
Histogram with fixed size bins (bins=25)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2500 | 3 | 10.0% |
| 2498.16 | 3 | 10.0% |
| 2499.98 | 2 | 6.7% |
| 2499.19 | 1 | 3.3% |
| 2499.39 | 1 | 3.3% |
| 2499.95 | 1 | 3.3% |
| 2499.93 | 1 | 3.3% |
| 2499.54 | 1 | 3.3% |
| 2499.68 | 1 | 3.3% |
| 2499.86 | 1 | 3.3% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 2496.94 | 1 | |
| 2497.29 | 1 | |
| 2497.35 | 1 | |
| 2497.58 | 1 | |
| 2497.82 | 1 | |
| 2497.97 | 1 | |
| 2497.98 | 1 | |
| 2498.09 | 1 | |
| 2498.1 | 1 | |
| 2498.15 | 1 |
| Value | Count | Frequency (%) |
| 2500 | 3 | |
| 2499.98 | 2 | |
| 2499.95 | 1 | 3.3% |
| 2499.93 | 1 | 3.3% |
| 2499.86 | 1 | 3.3% |
| 2499.68 | 1 | 3.3% |
| 2499.66 | 1 | 3.3% |
| 2499.54 | 1 | 3.3% |
| 2499.39 | 1 | 3.3% |
| 2499.19 | 1 | 3.3% |
ACF and PACF
high
Numeric time series
High correlation Non stationary
| Distinct | 20 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2498.9917 |
|---|---|
| Minimum | 2496.96 |
| Maximum | 2500.66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2496.96 |
|---|---|
| 5-th percentile | 2497.458 |
| Q1 | 2498.1425 |
| median | 2499.215 |
| Q3 | 2499.99 |
| 95-th percentile | 2500.165 |
| Maximum | 2500.66 |
| Range | 3.7 |
| Interquartile range (IQR) | 1.8475 |
Descriptive statistics
| Standard deviation | 1.0383345 |
|---|---|
| Coefficient of variation (CV) | 0.00041550138 |
| Kurtosis | -1.3464202 |
| Mean | 2498.9917 |
| Median Absolute Deviation (MAD) | 0.92 |
| Skewness | -0.20853654 |
| Sum | 74969.75 |
| Variance | 1.0781385 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9557450804 |
Histogram with fixed size bins (bins=20)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2500 | 4 | 13.3% |
| 2498.16 | 4 | 13.3% |
| 2498.1 | 3 | 10.0% |
| 2499.99 | 3 | 10.0% |
| 2499.95 | 1 | 3.3% |
| 2499.65 | 1 | 3.3% |
| 2499.93 | 1 | 3.3% |
| 2500.66 | 1 | 3.3% |
| 2499.43 | 1 | 3.3% |
| 2499.28 | 1 | 3.3% |
| Other values (10) | 10 |
| Value | Count | Frequency (%) |
| 2496.96 | 1 | 3.3% |
| 2497.35 | 1 | 3.3% |
| 2497.59 | 1 | 3.3% |
| 2497.85 | 1 | 3.3% |
| 2498.1 | 3 | |
| 2498.14 | 1 | 3.3% |
| 2498.15 | 1 | 3.3% |
| 2498.16 | 4 | |
| 2498.78 | 1 | 3.3% |
| 2499.15 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 2500.66 | 1 | 3.3% |
| 2500.3 | 1 | 3.3% |
| 2500 | 4 | |
| 2499.99 | 3 | |
| 2499.95 | 1 | 3.3% |
| 2499.93 | 1 | 3.3% |
| 2499.67 | 1 | 3.3% |
| 2499.65 | 1 | 3.3% |
| 2499.43 | 1 | 3.3% |
| 2499.28 | 1 | 3.3% |
ACF and PACF
low
Numeric time series
High correlation Non stationary
| Distinct | 25 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2498.6533 |
|---|---|
| Minimum | 2496.94 |
| Maximum | 2499.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2496.94 |
|---|---|
| 5-th percentile | 2497.215 |
| Q1 | 2498.09 |
| median | 2498.5 |
| Q3 | 2499.6225 |
| 95-th percentile | 2499.954 |
| Maximum | 2499.99 |
| Range | 3.05 |
| Interquartile range (IQR) | 1.5325 |
Descriptive statistics
| Standard deviation | 0.94812822 |
|---|---|
| Coefficient of variation (CV) | 0.00037945569 |
| Kurtosis | -1.2350697 |
| Mean | 2498.6533 |
| Median Absolute Deviation (MAD) | 0.855 |
| Skewness | -0.088579382 |
| Sum | 74959.6 |
| Variance | 0.89894713 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9055330328 |
Histogram with fixed size bins (bins=25)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2498.15 | 4 | 13.3% |
| 2498.09 | 2 | 6.7% |
| 2499.99 | 2 | 6.7% |
| 2498.88 | 1 | 3.3% |
| 2499.73 | 1 | 3.3% |
| 2499.65 | 1 | 3.3% |
| 2499.52 | 1 | 3.3% |
| 2499.08 | 1 | 3.3% |
| 2499.68 | 1 | 3.3% |
| 2499.91 | 1 | 3.3% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 2496.94 | 1 | 3.3% |
| 2497.17 | 1 | 3.3% |
| 2497.27 | 1 | 3.3% |
| 2497.28 | 1 | 3.3% |
| 2497.58 | 1 | 3.3% |
| 2497.82 | 1 | 3.3% |
| 2497.95 | 1 | 3.3% |
| 2498.09 | 2 | |
| 2498.15 | 4 | |
| 2498.37 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 2499.99 | 2 | |
| 2499.91 | 1 | |
| 2499.86 | 1 | |
| 2499.73 | 1 | |
| 2499.68 | 1 | |
| 2499.66 | 1 | |
| 2499.65 | 1 | |
| 2499.54 | 1 | |
| 2499.52 | 1 | |
| 2499.29 | 1 |
ACF and PACF
close
Numeric time series
High correlation Non stationary
| Distinct | 23 |
|---|---|
| Distinct (%) | 76.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2498.8467 |
|---|---|
| Minimum | 2496.95 |
| Maximum | 2500.29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2496.95 |
|---|---|
| 5-th percentile | 2497.447 |
| Q1 | 2498.11 |
| median | 2498.815 |
| Q3 | 2499.88 |
| 95-th percentile | 2500 |
| Maximum | 2500.29 |
| Range | 3.34 |
| Interquartile range (IQR) | 1.77 |
Descriptive statistics
| Standard deviation | 0.97269385 |
|---|---|
| Coefficient of variation (CV) | 0.00038925712 |
| Kurtosis | -1.2962719 |
| Mean | 2498.8467 |
| Median Absolute Deviation (MAD) | 0.84 |
| Skewness | -0.09810048 |
| Sum | 74965.4 |
| Variance | 0.94613333 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9669973626 |
Histogram with fixed size bins (bins=23)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.99 | 3 | 10.0% |
| 2500 | 3 | 10.0% |
| 2498.15 | 3 | 10.0% |
| 2498.09 | 2 | 6.7% |
| 2499.65 | 1 | 3.3% |
| 2499.08 | 1 | 3.3% |
| 2499.73 | 1 | 3.3% |
| 2499.66 | 1 | 3.3% |
| 2499.93 | 1 | 3.3% |
| 2500.29 | 1 | 3.3% |
| Other values (13) | 13 |
| Value | Count | Frequency (%) |
| 2496.95 | 1 | 3.3% |
| 2497.33 | 1 | 3.3% |
| 2497.59 | 1 | 3.3% |
| 2497.73 | 1 | 3.3% |
| 2497.85 | 1 | 3.3% |
| 2498.09 | 2 | |
| 2498.1 | 1 | 3.3% |
| 2498.14 | 1 | 3.3% |
| 2498.15 | 3 | |
| 2498.16 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 2500.29 | 1 | 3.3% |
| 2500 | 3 | |
| 2499.99 | 3 | |
| 2499.93 | 1 | 3.3% |
| 2499.73 | 1 | 3.3% |
| 2499.66 | 1 | 3.3% |
| 2499.65 | 1 | 3.3% |
| 2499.29 | 1 | 3.3% |
| 2499.08 | 1 | 3.3% |
| 2499.04 | 1 | 3.3% |
ACF and PACF
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.75235 × 1012 |
|---|---|
| Minimum | 1.7523491 × 1012 |
| Maximum | 1.7523508 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 1.7523491 × 1012 |
|---|---|
| 5-th percentile | 1.7523492 × 1012 |
| Q1 | 1.7523495 × 1012 |
| median | 1.75235 × 1012 |
| Q3 | 1.7523504 × 1012 |
| 95-th percentile | 1.7523507 × 1012 |
| Maximum | 1.7523508 × 1012 |
| Range | 1740000 |
| Interquartile range (IQR) | 870000 |
Descriptive statistics
| Standard deviation | 528204.51 |
|---|---|
| Coefficient of variation (CV) | 3.0142638 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.75235 × 1012 |
| Median Absolute Deviation (MAD) | 450000 |
| Skewness | 0 |
| Sum | 5.2570498 × 1013 |
| Variance | 2.79 × 1011 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585340367 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75234908 × 1012 | 1 | 3.3% |
| 1.75234914 × 1012 | 1 | 3.3% |
| 1.7523492 × 1012 | 1 | 3.3% |
| 1.75234926 × 1012 | 1 | 3.3% |
| 1.75234932 × 1012 | 1 | 3.3% |
| 1.75234938 × 1012 | 1 | 3.3% |
| 1.75234944 × 1012 | 1 | 3.3% |
| 1.7523495 × 1012 | 1 | 3.3% |
| 1.75234956 × 1012 | 1 | 3.3% |
| 1.75234962 × 1012 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1.75234908 × 1012 | 1 | |
| 1.75234914 × 1012 | 1 | |
| 1.7523492 × 1012 | 1 | |
| 1.75234926 × 1012 | 1 | |
| 1.75234932 × 1012 | 1 | |
| 1.75234938 × 1012 | 1 | |
| 1.75234944 × 1012 | 1 | |
| 1.7523495 × 1012 | 1 | |
| 1.75234956 × 1012 | 1 | |
| 1.75234962 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75235082 × 1012 | 1 | |
| 1.75235076 × 1012 | 1 | |
| 1.7523507 × 1012 | 1 | |
| 1.75235064 × 1012 | 1 | |
| 1.75235058 × 1012 | 1 | |
| 1.75235052 × 1012 | 1 | |
| 1.75235046 × 1012 | 1 | |
| 1.7523504 × 1012 | 1 | |
| 1.75235034 × 1012 | 1 | |
| 1.75235028 × 1012 | 1 |
ACF and PACF
window_end_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.75235 × 1012 |
|---|---|
| Minimum | 1.7523491 × 1012 |
| Maximum | 1.7523509 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 1.7523491 × 1012 |
|---|---|
| 5-th percentile | 1.7523492 × 1012 |
| Q1 | 1.7523496 × 1012 |
| median | 1.75235 × 1012 |
| Q3 | 1.7523504 × 1012 |
| 95-th percentile | 1.7523508 × 1012 |
| Maximum | 1.7523509 × 1012 |
| Range | 1740000 |
| Interquartile range (IQR) | 870000 |
Descriptive statistics
| Standard deviation | 528204.51 |
|---|---|
| Coefficient of variation (CV) | 3.0142637 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.75235 × 1012 |
| Median Absolute Deviation (MAD) | 450000 |
| Skewness | 0 |
| Sum | 5.25705 × 1013 |
| Variance | 2.79 × 1011 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585325437 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75234914 × 1012 | 1 | 3.3% |
| 1.7523492 × 1012 | 1 | 3.3% |
| 1.75234926 × 1012 | 1 | 3.3% |
| 1.75234932 × 1012 | 1 | 3.3% |
| 1.75234938 × 1012 | 1 | 3.3% |
| 1.75234944 × 1012 | 1 | 3.3% |
| 1.7523495 × 1012 | 1 | 3.3% |
| 1.75234956 × 1012 | 1 | 3.3% |
| 1.75234962 × 1012 | 1 | 3.3% |
| 1.75234968 × 1012 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1.75234914 × 1012 | 1 | |
| 1.7523492 × 1012 | 1 | |
| 1.75234926 × 1012 | 1 | |
| 1.75234932 × 1012 | 1 | |
| 1.75234938 × 1012 | 1 | |
| 1.75234944 × 1012 | 1 | |
| 1.7523495 × 1012 | 1 | |
| 1.75234956 × 1012 | 1 | |
| 1.75234962 × 1012 | 1 | |
| 1.75234968 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75235088 × 1012 | 1 | |
| 1.75235082 × 1012 | 1 | |
| 1.75235076 × 1012 | 1 | |
| 1.7523507 × 1012 | 1 | |
| 1.75235064 × 1012 | 1 | |
| 1.75235058 × 1012 | 1 | |
| 1.75235052 × 1012 | 1 | |
| 1.75235046 × 1012 | 1 | |
| 1.7523504 × 1012 | 1 | |
| 1.75235034 × 1012 | 1 |
ACF and PACF
volume
Real number (ℝ)
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.69459188 |
| Minimum | 0.05944742 |
|---|---|
| Maximum | 3.217108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.05944742 |
|---|---|
| 5-th percentile | 0.07068262 |
| Q1 | 0.139157 |
| median | 0.37800806 |
| Q3 | 0.8773246 |
| 95-th percentile | 2.3191077 |
| Maximum | 3.217108 |
| Range | 3.1576605 |
| Interquartile range (IQR) | 0.73816761 |
Descriptive statistics
| Standard deviation | 0.81724446 |
|---|---|
| Coefficient of variation (CV) | 1.1765822 |
| Kurtosis | 2.4112044 |
| Mean | 0.69459188 |
| Median Absolute Deviation (MAD) | 0.27260609 |
| Skewness | 1.7465298 |
| Sum | 20.837756 |
| Variance | 0.6678885 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 2.39955128 | 1 | 3.3% |
| 0.0946321 | 1 | 3.3% |
| 0.9579519 | 1 | 3.3% |
| 0.11617183 | 1 | 3.3% |
| 0.31358993 | 1 | 3.3% |
| 0.12645153 | 1 | 3.3% |
| 1.21947314 | 1 | 3.3% |
| 0.47274623 | 1 | 3.3% |
| 2.22078777 | 1 | 3.3% |
| 0.4023352 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.05944742 | 1 | |
| 0.06543908 | 1 | |
| 0.07709139 | 1 | |
| 0.09001454 | 1 | |
| 0.0946321 | 1 | |
| 0.11617183 | 1 | |
| 0.12024614 | 1 | |
| 0.12645153 | 1 | |
| 0.17727339 | 1 | |
| 0.19983838 | 1 |
| Value | Count | Frequency (%) |
| 3.21710797 | 1 | |
| 2.39955128 | 1 | |
| 2.22078777 | 1 | |
| 2.11775256 | 1 | |
| 1.5530897 | 1 | |
| 1.21947314 | 1 | |
| 0.9579519 | 1 | |
| 0.88299167 | 1 | |
| 0.86032339 | 1 | |
| 0.70138349 | 1 |
sma_7
Numeric time series
High correlation Non stationary
| Distinct | 29 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2499.0022 |
|---|---|
| Minimum | 2497.82 |
| Maximum | 2499.9371 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2497.82 |
|---|---|
| 5-th percentile | 2497.9835 |
| Q1 | 2498.1411 |
| median | 2499.1993 |
| Q3 | 2499.6954 |
| 95-th percentile | 2499.9121 |
| Maximum | 2499.9371 |
| Range | 2.1171429 |
| Interquartile range (IQR) | 1.5542857 |
Descriptive statistics
| Standard deviation | 0.76668719 |
|---|---|
| Coefficient of variation (CV) | 0.00030679733 |
| Kurtosis | -1.7157918 |
| Mean | 2499.0022 |
| Median Absolute Deviation (MAD) | 0.65928571 |
| Skewness | -0.2158634 |
| Sum | 74970.066 |
| Variance | 0.58780925 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9376106688 |
Histogram with fixed size bins (bins=29)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.69 | 2 | 6.7% |
| 2498.87 | 1 | 3.3% |
| 2499.175714 | 1 | 3.3% |
| 2499.455714 | 1 | 3.3% |
| 2499.671429 | 1 | 3.3% |
| 2499.767143 | 1 | 3.3% |
| 2499.768571 | 1 | 3.3% |
| 2499.805714 | 1 | 3.3% |
| 2499.937143 | 1 | 3.3% |
| 2499.888571 | 1 | 3.3% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 2497.82 | 1 | |
| 2497.982857 | 1 | |
| 2497.984286 | 1 | |
| 2498.064286 | 1 | |
| 2498.071429 | 1 | |
| 2498.092857 | 1 | |
| 2498.125714 | 1 | |
| 2498.127143 | 1 | |
| 2498.182857 | 1 | |
| 2498.317143 | 1 |
| Value | Count | Frequency (%) |
| 2499.937143 | 1 | |
| 2499.931429 | 1 | |
| 2499.888571 | 1 | |
| 2499.88 | 1 | |
| 2499.805714 | 1 | |
| 2499.768571 | 1 | |
| 2499.767143 | 1 | |
| 2499.697143 | 1 | |
| 2499.69 | 2 | |
| 2499.671429 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2498.97 |
|---|---|
| Minimum | 2497.9457 |
| Maximum | 2499.8107 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2497.9457 |
|---|---|
| 5-th percentile | 2498.1378 |
| Q1 | 2498.4384 |
| median | 2498.9564 |
| Q3 | 2499.5577 |
| 95-th percentile | 2499.7832 |
| Maximum | 2499.8107 |
| Range | 1.865 |
| Interquartile range (IQR) | 1.1192857 |
Descriptive statistics
| Standard deviation | 0.59675599 |
|---|---|
| Coefficient of variation (CV) | 0.00023880079 |
| Kurtosis | -1.4155436 |
| Mean | 2498.97 |
| Median Absolute Deviation (MAD) | 0.57285714 |
| Skewness | -0.046347549 |
| Sum | 74969.099 |
| Variance | 0.35611772 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6541215356 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2498.242857 | 1 | 3.3% |
| 2498.347857 | 1 | 3.3% |
| 2498.419286 | 1 | 3.3% |
| 2498.581429 | 1 | 3.3% |
| 2498.65 | 1 | 3.3% |
| 2498.905714 | 1 | 3.3% |
| 2499.145 | 1 | 3.3% |
| 2499.319286 | 1 | 3.3% |
| 2499.490714 | 1 | 3.3% |
| 2499.696429 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2497.945714 | 1 | |
| 2498.082857 | 1 | |
| 2498.205 | 1 | |
| 2498.242857 | 1 | |
| 2498.262143 | 1 | |
| 2498.343571 | 1 | |
| 2498.347857 | 1 | |
| 2498.419286 | 1 | |
| 2498.495714 | 1 | |
| 2498.581429 | 1 |
| Value | Count | Frequency (%) |
| 2499.810714 | 1 | |
| 2499.789286 | 1 | |
| 2499.775714 | 1 | |
| 2499.732143 | 1 | |
| 2499.696429 | 1 | |
| 2499.664286 | 1 | |
| 2499.602857 | 1 | |
| 2499.58 | 1 | |
| 2499.490714 | 1 | |
| 2499.407857 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2499.0417 |
|---|---|
| Minimum | 2498.4305 |
| Maximum | 2499.5386 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2498.4305 |
|---|---|
| 5-th percentile | 2498.6035 |
| Q1 | 2498.8227 |
| median | 2499.035 |
| Q3 | 2499.288 |
| 95-th percentile | 2499.4833 |
| Maximum | 2499.5386 |
| Range | 1.1080952 |
| Interquartile range (IQR) | 0.4652381 |
Descriptive statistics
| Standard deviation | 0.29434559 |
|---|---|
| Coefficient of variation (CV) | 0.00011778338 |
| Kurtosis | -0.81752279 |
| Mean | 2499.0417 |
| Median Absolute Deviation (MAD) | 0.22952381 |
| Skewness | -0.11111697 |
| Sum | 74971.251 |
| Variance | 0.086639326 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.4708876481 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.297143 | 1 | 3.3% |
| 2499.16 | 1 | 3.3% |
| 2499.021905 | 1 | 3.3% |
| 2498.928095 | 1 | 3.3% |
| 2498.819048 | 1 | 3.3% |
| 2498.697619 | 1 | 3.3% |
| 2498.638095 | 1 | 3.3% |
| 2498.751429 | 1 | 3.3% |
| 2498.83381 | 1 | 3.3% |
| 2498.925238 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2498.430476 | 1 | |
| 2498.575238 | 1 | |
| 2498.638095 | 1 | |
| 2498.697619 | 1 | |
| 2498.702381 | 1 | |
| 2498.751429 | 1 | |
| 2498.801429 | 1 | |
| 2498.819048 | 1 | |
| 2498.83381 | 1 | |
| 2498.872857 | 1 |
| Value | Count | Frequency (%) |
| 2499.538571 | 1 | |
| 2499.501905 | 1 | |
| 2499.460476 | 1 | |
| 2499.399524 | 1 | |
| 2499.394286 | 1 | |
| 2499.329048 | 1 | |
| 2499.31619 | 1 | |
| 2499.297143 | 1 | |
| 2499.260476 | 1 | |
| 2499.230476 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2499.9245 |
|---|---|
| Minimum | 2499.4483 |
| Maximum | 2500.0995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2499.4483 |
|---|---|
| 5-th percentile | 2499.5637 |
| Q1 | 2499.8979 |
| median | 2499.9878 |
| Q3 | 2500.0378 |
| 95-th percentile | 2500.0744 |
| Maximum | 2500.0995 |
| Range | 0.65116667 |
| Interquartile range (IQR) | 0.13991667 |
Descriptive statistics
| Standard deviation | 0.16665949 |
|---|---|
| Coefficient of variation (CV) | 6.6665807 × 10-5 |
| Kurtosis | 1.8790603 |
| Mean | 2499.9245 |
| Median Absolute Deviation (MAD) | 0.063583333 |
| Skewness | -1.5892343 |
| Sum | 74997.736 |
| Variance | 0.027775384 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9836322045 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.893833 | 1 | 3.3% |
| 2499.91 | 1 | 3.3% |
| 2499.919333 | 1 | 3.3% |
| 2499.938333 | 1 | 3.3% |
| 2499.965167 | 1 | 3.3% |
| 2500.000667 | 1 | 3.3% |
| 2500.039667 | 1 | 3.3% |
| 2500.0465 | 1 | 3.3% |
| 2500.074333 | 1 | 3.3% |
| 2500.0995 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2499.448333 | 1 | |
| 2499.528833 | 1 | |
| 2499.606333 | 1 | |
| 2499.675833 | 1 | |
| 2499.738667 | 1 | |
| 2499.814833 | 1 | |
| 2499.887167 | 1 | |
| 2499.893833 | 1 | |
| 2499.91 | 1 | |
| 2499.9115 | 1 |
| Value | Count | Frequency (%) |
| 2500.0995 | 1 | |
| 2500.0745 | 1 | |
| 2500.074333 | 1 | |
| 2500.056667 | 1 | |
| 2500.0465 | 1 | |
| 2500.040333 | 1 | |
| 2500.039667 | 1 | |
| 2500.038333 | 1 | |
| 2500.036167 | 1 | |
| 2500.026667 | 1 |
ACF and PACF
ema_7
Numeric time series
High correlation Non stationary
| Distinct | 29 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2499.0022 |
|---|---|
| Minimum | 2497.82 |
| Maximum | 2499.9371 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2497.82 |
|---|---|
| 5-th percentile | 2497.9835 |
| Q1 | 2498.1411 |
| median | 2499.1993 |
| Q3 | 2499.6954 |
| 95-th percentile | 2499.9121 |
| Maximum | 2499.9371 |
| Range | 2.1171429 |
| Interquartile range (IQR) | 1.5542857 |
Descriptive statistics
| Standard deviation | 0.76668719 |
|---|---|
| Coefficient of variation (CV) | 0.00030679733 |
| Kurtosis | -1.7157918 |
| Mean | 2499.0022 |
| Median Absolute Deviation (MAD) | 0.65928571 |
| Skewness | -0.2158634 |
| Sum | 74970.066 |
| Variance | 0.58780925 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9376106688 |
Histogram with fixed size bins (bins=29)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.69 | 2 | 6.7% |
| 2498.87 | 1 | 3.3% |
| 2499.175714 | 1 | 3.3% |
| 2499.455714 | 1 | 3.3% |
| 2499.671429 | 1 | 3.3% |
| 2499.767143 | 1 | 3.3% |
| 2499.768571 | 1 | 3.3% |
| 2499.805714 | 1 | 3.3% |
| 2499.937143 | 1 | 3.3% |
| 2499.888571 | 1 | 3.3% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 2497.82 | 1 | |
| 2497.982857 | 1 | |
| 2497.984286 | 1 | |
| 2498.064286 | 1 | |
| 2498.071429 | 1 | |
| 2498.092857 | 1 | |
| 2498.125714 | 1 | |
| 2498.127143 | 1 | |
| 2498.182857 | 1 | |
| 2498.317143 | 1 |
| Value | Count | Frequency (%) |
| 2499.937143 | 1 | |
| 2499.931429 | 1 | |
| 2499.888571 | 1 | |
| 2499.88 | 1 | |
| 2499.805714 | 1 | |
| 2499.768571 | 1 | |
| 2499.767143 | 1 | |
| 2499.697143 | 1 | |
| 2499.69 | 2 | |
| 2499.671429 | 1 |
ACF and PACF
ema_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2498.97 |
|---|---|
| Minimum | 2497.9457 |
| Maximum | 2499.8107 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2497.9457 |
|---|---|
| 5-th percentile | 2498.1378 |
| Q1 | 2498.4384 |
| median | 2498.9564 |
| Q3 | 2499.5577 |
| 95-th percentile | 2499.7832 |
| Maximum | 2499.8107 |
| Range | 1.865 |
| Interquartile range (IQR) | 1.1192857 |
Descriptive statistics
| Standard deviation | 0.59675599 |
|---|---|
| Coefficient of variation (CV) | 0.00023880079 |
| Kurtosis | -1.4155436 |
| Mean | 2498.97 |
| Median Absolute Deviation (MAD) | 0.57285714 |
| Skewness | -0.046347549 |
| Sum | 74969.099 |
| Variance | 0.35611772 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6541215356 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2498.242857 | 1 | 3.3% |
| 2498.347857 | 1 | 3.3% |
| 2498.419286 | 1 | 3.3% |
| 2498.581429 | 1 | 3.3% |
| 2498.65 | 1 | 3.3% |
| 2498.905714 | 1 | 3.3% |
| 2499.145 | 1 | 3.3% |
| 2499.319286 | 1 | 3.3% |
| 2499.490714 | 1 | 3.3% |
| 2499.696429 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2497.945714 | 1 | |
| 2498.082857 | 1 | |
| 2498.205 | 1 | |
| 2498.242857 | 1 | |
| 2498.262143 | 1 | |
| 2498.343571 | 1 | |
| 2498.347857 | 1 | |
| 2498.419286 | 1 | |
| 2498.495714 | 1 | |
| 2498.581429 | 1 |
| Value | Count | Frequency (%) |
| 2499.810714 | 1 | |
| 2499.789286 | 1 | |
| 2499.775714 | 1 | |
| 2499.732143 | 1 | |
| 2499.696429 | 1 | |
| 2499.664286 | 1 | |
| 2499.602857 | 1 | |
| 2499.58 | 1 | |
| 2499.490714 | 1 | |
| 2499.407857 | 1 |
ACF and PACF
ema_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2499.0417 |
|---|---|
| Minimum | 2498.4305 |
| Maximum | 2499.5386 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2498.4305 |
|---|---|
| 5-th percentile | 2498.6035 |
| Q1 | 2498.8227 |
| median | 2499.035 |
| Q3 | 2499.288 |
| 95-th percentile | 2499.4833 |
| Maximum | 2499.5386 |
| Range | 1.1080952 |
| Interquartile range (IQR) | 0.4652381 |
Descriptive statistics
| Standard deviation | 0.29434559 |
|---|---|
| Coefficient of variation (CV) | 0.00011778338 |
| Kurtosis | -0.81752279 |
| Mean | 2499.0417 |
| Median Absolute Deviation (MAD) | 0.22952381 |
| Skewness | -0.11111697 |
| Sum | 74971.251 |
| Variance | 0.086639326 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.4708876481 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.297143 | 1 | 3.3% |
| 2499.16 | 1 | 3.3% |
| 2499.021905 | 1 | 3.3% |
| 2498.928095 | 1 | 3.3% |
| 2498.819048 | 1 | 3.3% |
| 2498.697619 | 1 | 3.3% |
| 2498.638095 | 1 | 3.3% |
| 2498.751429 | 1 | 3.3% |
| 2498.83381 | 1 | 3.3% |
| 2498.925238 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2498.430476 | 1 | |
| 2498.575238 | 1 | |
| 2498.638095 | 1 | |
| 2498.697619 | 1 | |
| 2498.702381 | 1 | |
| 2498.751429 | 1 | |
| 2498.801429 | 1 | |
| 2498.819048 | 1 | |
| 2498.83381 | 1 | |
| 2498.872857 | 1 |
| Value | Count | Frequency (%) |
| 2499.538571 | 1 | |
| 2499.501905 | 1 | |
| 2499.460476 | 1 | |
| 2499.399524 | 1 | |
| 2499.394286 | 1 | |
| 2499.329048 | 1 | |
| 2499.31619 | 1 | |
| 2499.297143 | 1 | |
| 2499.260476 | 1 | |
| 2499.230476 | 1 |
ACF and PACF
ema_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2499.9245 |
|---|---|
| Minimum | 2499.4483 |
| Maximum | 2500.0995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2499.4483 |
|---|---|
| 5-th percentile | 2499.5637 |
| Q1 | 2499.8979 |
| median | 2499.9878 |
| Q3 | 2500.0378 |
| 95-th percentile | 2500.0744 |
| Maximum | 2500.0995 |
| Range | 0.65116667 |
| Interquartile range (IQR) | 0.13991667 |
Descriptive statistics
| Standard deviation | 0.16665949 |
|---|---|
| Coefficient of variation (CV) | 6.6665807 × 10-5 |
| Kurtosis | 1.8790603 |
| Mean | 2499.9245 |
| Median Absolute Deviation (MAD) | 0.063583333 |
| Skewness | -1.5892343 |
| Sum | 74997.736 |
| Variance | 0.027775384 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9836322045 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.893833 | 1 | 3.3% |
| 2499.91 | 1 | 3.3% |
| 2499.919333 | 1 | 3.3% |
| 2499.938333 | 1 | 3.3% |
| 2499.965167 | 1 | 3.3% |
| 2500.000667 | 1 | 3.3% |
| 2500.039667 | 1 | 3.3% |
| 2500.0465 | 1 | 3.3% |
| 2500.074333 | 1 | 3.3% |
| 2500.0995 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2499.448333 | 1 | |
| 2499.528833 | 1 | |
| 2499.606333 | 1 | |
| 2499.675833 | 1 | |
| 2499.738667 | 1 | |
| 2499.814833 | 1 | |
| 2499.887167 | 1 | |
| 2499.893833 | 1 | |
| 2499.91 | 1 | |
| 2499.9115 | 1 |
| Value | Count | Frequency (%) |
| 2500.0995 | 1 | |
| 2500.0745 | 1 | |
| 2500.074333 | 1 | |
| 2500.056667 | 1 | |
| 2500.0465 | 1 | |
| 2500.040333 | 1 | |
| 2500.039667 | 1 | |
| 2500.038333 | 1 | |
| 2500.036167 | 1 | |
| 2500.026667 | 1 |
ACF and PACF
rsi_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.975099 |
|---|---|
| Minimum | 5.46875 |
| Maximum | 91.176471 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 5.46875 |
|---|---|
| 5-th percentile | 10.819167 |
| Q1 | 29.861039 |
| median | 40.416141 |
| Q3 | 60.108318 |
| 95-th percentile | 84.121951 |
| Maximum | 91.176471 |
| Range | 85.707721 |
| Interquartile range (IQR) | 30.24728 |
Descriptive statistics
| Standard deviation | 22.93828 |
|---|---|
| Coefficient of variation (CV) | 0.51002177 |
| Kurtosis | -0.62685609 |
| Mean | 44.975099 |
| Median Absolute Deviation (MAD) | 14.702729 |
| Skewness | 0.32258812 |
| Sum | 1349.253 |
| Variance | 526.16469 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1554860307 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 75.1552795 | 1 | 3.3% |
| 71.14624506 | 1 | 3.3% |
| 68.70229008 | 1 | 3.3% |
| 66.66666667 | 1 | 3.3% |
| 50 | 1 | 3.3% |
| 48.10495627 | 1 | 3.3% |
| 60.5015674 | 1 | 3.3% |
| 50.19762846 | 1 | 3.3% |
| 55.70175439 | 1 | 3.3% |
| 78.04878049 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 5.46875 | 1 | |
| 7.692307692 | 1 | |
| 14.64088398 | 1 | |
| 20 | 1 | |
| 24.81751825 | 1 | |
| 26.2962963 | 1 | |
| 27.18446602 | 1 | |
| 29.47368421 | 1 | |
| 31.02310231 | 1 | |
| 31.09756098 | 1 |
| Value | Count | Frequency (%) |
| 91.17647059 | 1 | |
| 89.09090909 | 1 | |
| 78.04878049 | 1 | |
| 75.1552795 | 1 | |
| 71.14624506 | 1 | |
| 68.70229008 | 1 | |
| 66.66666667 | 1 | |
| 60.5015674 | 1 | |
| 58.92857143 | 1 | |
| 55.70175439 | 1 |
ACF and PACF
rsi_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.995575 |
|---|---|
| Minimum | 19.811321 |
| Maximum | 71.058824 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 19.811321 |
|---|---|
| 5-th percentile | 22.673861 |
| Q1 | 31.995476 |
| median | 43.473137 |
| Q3 | 58.475483 |
| 95-th percentile | 70.625896 |
| Maximum | 71.058824 |
| Range | 51.247503 |
| Interquartile range (IQR) | 26.480006 |
Descriptive statistics
| Standard deviation | 15.93619 |
|---|---|
| Coefficient of variation (CV) | 0.35417239 |
| Kurtosis | -1.2311541 |
| Mean | 44.995575 |
| Median Absolute Deviation (MAD) | 12.173924 |
| Skewness | 0.2001753 |
| Sum | 1349.8672 |
| Variance | 253.96216 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9383055742 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 60.08510638 | 1 | 3.3% |
| 56.46437995 | 1 | 3.3% |
| 54.22297297 | 1 | 3.3% |
| 59.14585012 | 1 | 3.3% |
| 54.31654676 | 1 | 3.3% |
| 71.05882353 | 1 | 3.3% |
| 70.25392987 | 1 | 3.3% |
| 66.57608696 | 1 | 3.3% |
| 66.34877384 | 1 | 3.3% |
| 70.93023256 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 19.81132075 | 1 | |
| 21.21212121 | 1 | |
| 24.46043165 | 1 | |
| 26.69245648 | 1 | |
| 28.67924528 | 1 | |
| 31.2992126 | 1 | |
| 31.2992126 | 1 | |
| 31.96881092 | 1 | |
| 32.0754717 | 1 | |
| 32.10116732 | 1 |
| Value | Count | Frequency (%) |
| 71.05882353 | 1 | |
| 70.93023256 | 1 | |
| 70.25392987 | 1 | |
| 66.57608696 | 1 | |
| 66.34877384 | 1 | |
| 60.86956522 | 1 | |
| 60.08510638 | 1 | |
| 59.14585012 | 1 | |
| 56.46437995 | 1 | |
| 54.31654676 | 1 |
ACF and PACF
rsi_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.438946 |
|---|---|
| Minimum | 26.100629 |
| Maximum | 64.852399 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 26.100629 |
|---|---|
| 5-th percentile | 29.294417 |
| Q1 | 37.90127 |
| median | 43.428745 |
| Q3 | 56.27366 |
| 95-th percentile | 58.939152 |
| Maximum | 64.852399 |
| Range | 38.75177 |
| Interquartile range (IQR) | 18.372389 |
Descriptive statistics
| Standard deviation | 10.342349 |
|---|---|
| Coefficient of variation (CV) | 0.22760978 |
| Kurtosis | -0.91284042 |
| Mean | 45.438946 |
| Median Absolute Deviation (MAD) | 8.0427359 |
| Skewness | 0.051251845 |
| Sum | 1363.1684 |
| Variance | 106.96418 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9507653949 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 45.82429501 | 1 | 3.3% |
| 41.82746879 | 1 | 3.3% |
| 41.78004535 | 1 | 3.3% |
| 44.69002695 | 1 | 3.3% |
| 43.7260274 | 1 | 3.3% |
| 43.11183144 | 1 | 3.3% |
| 46.48283624 | 1 | 3.3% |
| 58.33333333 | 1 | 3.3% |
| 56.33699634 | 1 | 3.3% |
| 57.12166172 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 26.10062893 | 1 | |
| 27.71285476 | 1 | |
| 31.22743682 | 1 | |
| 34.18803419 | 1 | |
| 34.35897436 | 1 | |
| 36.41304348 | 1 | |
| 36.86046512 | 1 | |
| 37.58212878 | 1 | |
| 38.85869565 | 1 | |
| 40.68181818 | 1 |
| Value | Count | Frequency (%) |
| 64.85239852 | 1 | |
| 59.43482224 | 1 | |
| 58.33333333 | 1 | |
| 58.07086614 | 1 | |
| 57.1640683 | 1 | |
| 57.12909441 | 1 | |
| 57.12166172 | 1 | |
| 56.33699634 | 1 | |
| 56.08365019 | 1 | |
| 54.921875 | 1 |
ACF and PACF
rsi_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.533851 |
|---|---|
| Minimum | 42.648402 |
| Maximum | 52.423364 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 42.648402 |
|---|---|
| 5-th percentile | 42.949994 |
| Q1 | 47.186154 |
| median | 48.836445 |
| Q3 | 51.488824 |
| 95-th percentile | 52.237638 |
| Maximum | 52.423364 |
| Range | 9.7749619 |
| Interquartile range (IQR) | 4.3026696 |
Descriptive statistics
| Standard deviation | 3.1799913 |
|---|---|
| Coefficient of variation (CV) | 0.065521101 |
| Kurtosis | -0.81338492 |
| Mean | 48.533851 |
| Median Absolute Deviation (MAD) | 2.354067 |
| Skewness | -0.62090373 |
| Sum | 1456.0155 |
| Variance | 10.112345 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8489077921 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 49.64567726 | 1 | 3.3% |
| 51.00894529 | 1 | 3.3% |
| 50.57755776 | 1 | 3.3% |
| 51.16184264 | 1 | 3.3% |
| 51.65671949 | 1 | 3.3% |
| 52.21551903 | 1 | 3.3% |
| 52.42336371 | 1 | 3.3% |
| 50.44228695 | 1 | 3.3% |
| 51.85185185 | 1 | 3.3% |
| 51.68039172 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 42.64840183 | 1 | |
| 42.88337925 | 1 | |
| 43.03141202 | 1 | |
| 43.42822532 | 1 | |
| 43.52283318 | 1 | |
| 44.1075336 | 1 | |
| 46.45370872 | 1 | |
| 47.11075441 | 1 | |
| 47.41235392 | 1 | |
| 47.64300847 | 1 |
| Value | Count | Frequency (%) |
| 52.42336371 | 1 | |
| 52.25573601 | 1 | |
| 52.21551903 | 1 | |
| 51.85185185 | 1 | |
| 51.72237816 | 1 | |
| 51.68039172 | 1 | |
| 51.65671949 | 1 | |
| 51.59781761 | 1 | |
| 51.16184264 | 1 | |
| 51.00894529 | 1 |
ACF and PACF
macd_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.060739879 |
|---|---|
| Minimum | -0.44540308 |
| Maximum | 0.45467805 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -0.44540308 |
|---|---|
| 5-th percentile | -0.42866975 |
| Q1 | -0.34457228 |
| median | -0.10989554 |
| Q3 | 0.21412641 |
| 95-th percentile | 0.45276684 |
| Maximum | 0.45467805 |
| Range | 0.90008113 |
| Interquartile range (IQR) | 0.55869869 |
Descriptive statistics
| Standard deviation | 0.32503163 |
|---|---|
| Coefficient of variation (CV) | -5.3512063 |
| Kurtosis | -1.3672661 |
| Mean | -0.060739879 |
| Median Absolute Deviation (MAD) | 0.26139 |
| Skewness | 0.43195696 |
| Sum | -1.8221964 |
| Variance | 0.10564556 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9833160292 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -0.1583390531 | 1 | 3.3% |
| -0.06750050291 | 1 | 3.3% |
| -0.05558990324 | 1 | 3.3% |
| 0.06515447939 | 1 | 3.3% |
| 0.1730760312 | 1 | 3.3% |
| 0.2278098707 | 1 | 3.3% |
| 0.3592177836 | 1 | 3.3% |
| 0.4546780537 | 1 | 3.3% |
| 0.4508269374 | 1 | 3.3% |
| 0.4543540252 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -0.4454030787 | 1 | |
| -0.4364937193 | 1 | |
| -0.4191071227 | 1 | |
| -0.3997635467 | 1 | |
| -0.3953572716 | 1 | |
| -0.3716460341 | 1 | |
| -0.3709250381 | 1 | |
| -0.3451082235 | 1 | |
| -0.3429644598 | 1 | |
| -0.3375014956 | 1 |
| Value | Count | Frequency (%) |
| 0.4546780537 | 1 | |
| 0.4543540252 | 1 | |
| 0.4508269374 | 1 | |
| 0.4344297149 | 1 | |
| 0.4104586592 | 1 | |
| 0.3592177836 | 1 | |
| 0.3291789561 | 1 | |
| 0.2278098707 | 1 | |
| 0.1730760312 | 1 | |
| 0.1133600097 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.086706149 |
|---|---|
| Minimum | -1.1202149 |
| Maximum | 0.71373276 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -1.1202149 |
|---|---|
| 5-th percentile | -0.78964848 |
| Q1 | -0.4537691 |
| median | -0.20536847 |
| Q3 | 0.33357824 |
| 95-th percentile | 0.69174045 |
| Maximum | 0.71373276 |
| Range | 1.8339476 |
| Interquartile range (IQR) | 0.78734734 |
Descriptive statistics
| Standard deviation | 0.49905937 |
|---|---|
| Coefficient of variation (CV) | -5.7557552 |
| Kurtosis | -0.80410895 |
| Mean | -0.086706149 |
| Median Absolute Deviation (MAD) | 0.29470869 |
| Skewness | 0.11145819 |
| Sum | -2.6011845 |
| Variance | 0.24906026 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2082932088 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -1.120214864 | 1 | 3.3% |
| -0.8917468868 | 1 | 3.3% |
| -0.6648615312 | 1 | 3.3% |
| -0.4478447518 | 1 | 3.3% |
| -0.2195242722 | 1 | 3.3% |
| -0.06946449028 | 1 | 3.3% |
| 0.2553749355 | 1 | 3.3% |
| 0.5122790583 | 1 | 3.3% |
| 0.5535856205 | 1 | 3.3% |
| 0.6236632161 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -1.120214864 | 1 | |
| -0.8917468868 | 1 | |
| -0.6648615312 | 1 | |
| -0.5029960043 | 1 | |
| -0.4971583154 | 1 | |
| -0.4679557899 | 1 | |
| -0.4633982392 | 1 | |
| -0.4546040651 | 1 | |
| -0.4512642162 | 1 | |
| -0.4478447518 | 1 |
| Value | Count | Frequency (%) |
| 0.7137327591 | 1 | |
| 0.7137204741 | 1 | |
| 0.6648759826 | 1 | |
| 0.6236632161 | 1 | |
| 0.5535856205 | 1 | |
| 0.5122790583 | 1 | |
| 0.4889637762 | 1 | |
| 0.3596460093 | 1 | |
| 0.2553749355 | 1 | |
| 0.2255557614 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02596627 |
|---|---|
| Minimum | -0.37560377 |
| Maximum | 0.96187581 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -0.37560377 |
|---|---|
| 5-th percentile | -0.34052273 |
| Q1 | -0.2727538 |
| median | -0.048481036 |
| Q3 | 0.17001814 |
| 95-th percentile | 0.72750774 |
| Maximum | 0.96187581 |
| Range | 1.3374796 |
| Interquartile range (IQR) | 0.44277194 |
Descriptive statistics
| Standard deviation | 0.35337262 |
|---|---|
| Coefficient of variation (CV) | 13.60891 |
| Kurtosis | 0.76061211 |
| Mean | 0.02596627 |
| Median Absolute Deviation (MAD) | 0.22984309 |
| Skewness | 1.1055432 |
| Sum | 0.77898809 |
| Variance | 0.12487221 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.09381712381 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.9618758106 | 1 | 3.3% |
| 0.8242463839 | 1 | 3.3% |
| 0.609271628 | 1 | 3.3% |
| 0.5129992312 | 1 | 3.3% |
| 0.3926003034 | 1 | 3.3% |
| 0.2972743609 | 1 | 3.3% |
| 0.1038428481 | 1 | 3.3% |
| -0.05760100459 | 1 | 3.3% |
| -0.1027586831 | 1 | 3.3% |
| -0.169309191 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -0.3756037664 | 1 | |
| -0.3444710394 | 1 | |
| -0.3356970265 | 1 | |
| -0.3300560806 | 1 | |
| -0.3090330672 | 1 | |
| -0.3032618149 | 1 | |
| -0.2975898335 | 1 | |
| -0.2793030442 | 1 | |
| -0.2531060551 | 1 | |
| -0.2278944546 | 1 |
| Value | Count | Frequency (%) |
| 0.9618758106 | 1 | |
| 0.8242463839 | 1 | |
| 0.609271628 | 1 | |
| 0.5129992312 | 1 | |
| 0.3926003034 | 1 | |
| 0.2972743609 | 1 | |
| 0.1910267266 | 1 | |
| 0.1803831334 | 1 | |
| 0.1389231765 | 1 | |
| 0.1137627205 | 1 |
ACF and PACF
obv
Real number (ℝ)
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.69459188 |
| Minimum | 0.05944742 |
|---|---|
| Maximum | 3.217108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.05944742 |
|---|---|
| 5-th percentile | 0.07068262 |
| Q1 | 0.139157 |
| median | 0.37800806 |
| Q3 | 0.8773246 |
| 95-th percentile | 2.3191077 |
| Maximum | 3.217108 |
| Range | 3.1576605 |
| Interquartile range (IQR) | 0.73816761 |
Descriptive statistics
| Standard deviation | 0.81724446 |
|---|---|
| Coefficient of variation (CV) | 1.1765822 |
| Kurtosis | 2.4112044 |
| Mean | 0.69459188 |
| Median Absolute Deviation (MAD) | 0.27260609 |
| Skewness | 1.7465298 |
| Sum | 20.837756 |
| Variance | 0.6678885 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 2.39955128 | 1 | 3.3% |
| 0.0946321 | 1 | 3.3% |
| 0.9579519 | 1 | 3.3% |
| 0.11617183 | 1 | 3.3% |
| 0.31358993 | 1 | 3.3% |
| 0.12645153 | 1 | 3.3% |
| 1.21947314 | 1 | 3.3% |
| 0.47274623 | 1 | 3.3% |
| 2.22078777 | 1 | 3.3% |
| 0.4023352 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.05944742 | 1 | |
| 0.06543908 | 1 | |
| 0.07709139 | 1 | |
| 0.09001454 | 1 | |
| 0.0946321 | 1 | |
| 0.11617183 | 1 | |
| 0.12024614 | 1 | |
| 0.12645153 | 1 | |
| 0.17727339 | 1 | |
| 0.19983838 | 1 |
| Value | Count | Frequency (%) |
| 3.21710797 | 1 | |
| 2.39955128 | 1 | |
| 2.22078777 | 1 | |
| 2.11775256 | 1 | |
| 1.5530897 | 1 | |
| 1.21947314 | 1 | |
| 0.9579519 | 1 | |
| 0.88299167 | 1 | |
| 0.86032339 | 1 | |
| 0.70138349 | 1 |
target
Numeric time series
High correlation Non stationary
| Distinct | 25 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2498.299 |
|---|---|
| Minimum | 2495.87 |
| Maximum | 2500.29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2495.87 |
|---|---|
| 5-th percentile | 2496.118 |
| Q1 | 2497.625 |
| median | 2498.15 |
| Q3 | 2499.2275 |
| 95-th percentile | 2500 |
| Maximum | 2500.29 |
| Range | 4.42 |
| Interquartile range (IQR) | 1.6025 |
Descriptive statistics
| Standard deviation | 1.2228016 |
|---|---|
| Coefficient of variation (CV) | 0.00048945367 |
| Kurtosis | -0.59028562 |
| Mean | 2498.299 |
| Median Absolute Deviation (MAD) | 0.845 |
| Skewness | -0.17932246 |
| Sum | 74948.97 |
| Variance | 1.4952438 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9040050963 |
Histogram with fixed size bins (bins=25)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2498.15 | 3 | 10.0% |
| 2498.09 | 2 | 6.7% |
| 2496.95 | 2 | 6.7% |
| 2500 | 2 | 6.7% |
| 2499.65 | 1 | 3.3% |
| 2500.29 | 1 | 3.3% |
| 2499.93 | 1 | 3.3% |
| 2499.99 | 1 | 3.3% |
| 2499.66 | 1 | 3.3% |
| 2499.04 | 1 | 3.3% |
| Other values (15) | 15 |
| Value | Count | Frequency (%) |
| 2495.87 | 1 | |
| 2496.01 | 1 | |
| 2496.25 | 1 | |
| 2496.95 | 2 | |
| 2497.28 | 1 | |
| 2497.33 | 1 | |
| 2497.59 | 1 | |
| 2497.73 | 1 | |
| 2497.85 | 1 | |
| 2498.09 | 2 |
| Value | Count | Frequency (%) |
| 2500.29 | 1 | |
| 2500 | 2 | |
| 2499.99 | 1 | |
| 2499.93 | 1 | |
| 2499.66 | 1 | |
| 2499.65 | 1 | |
| 2499.29 | 1 | |
| 2499.04 | 1 | |
| 2498.87 | 1 | |
| 2498.76 | 1 |
ACF and PACF
Interactions
Correlations
| close | ema_14 | ema_21 | ema_60 | ema_7 | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_end_ms | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.384 | -0.118 | 0.468 | 0.816 | 0.965 | 0.948 | 0.884 | 0.189 | 0.404 | 0.028 | 0.908 | 0.881 | 0.636 | 0.617 | 0.715 | 0.384 | -0.118 | 0.468 | 0.816 | 0.725 | 0.028 | -0.830 | -0.830 |
| ema_14 | 0.384 | 1.000 | 0.477 | 0.871 | 0.754 | 0.441 | 0.403 | 0.531 | -0.799 | 0.947 | -0.033 | 0.411 | 0.382 | 0.825 | 0.435 | -0.036 | 1.000 | 0.477 | 0.871 | 0.754 | 0.232 | -0.033 | -0.305 | -0.305 |
| ema_21 | -0.118 | 0.477 | 1.000 | 0.341 | 0.076 | -0.091 | -0.150 | -0.216 | -0.571 | 0.213 | -0.132 | -0.154 | -0.157 | 0.378 | 0.190 | -0.187 | 0.477 | 1.000 | 0.341 | 0.076 | -0.010 | -0.132 | -0.083 | -0.083 |
| ema_60 | 0.468 | 0.871 | 0.341 | 1.000 | 0.776 | 0.495 | 0.461 | 0.556 | -0.583 | 0.856 | 0.110 | 0.477 | 0.548 | 0.765 | 0.640 | 0.064 | 0.871 | 0.341 | 1.000 | 0.776 | 0.481 | 0.110 | -0.461 | -0.461 |
| ema_7 | 0.816 | 0.754 | 0.076 | 0.776 | 1.000 | 0.843 | 0.827 | 0.891 | -0.287 | 0.757 | 0.016 | 0.814 | 0.804 | 0.828 | 0.645 | 0.370 | 0.754 | 0.076 | 0.776 | 1.000 | 0.645 | 0.016 | -0.751 | -0.751 |
| high | 0.965 | 0.441 | -0.091 | 0.495 | 0.843 | 1.000 | 0.950 | 0.880 | 0.121 | 0.447 | 0.066 | 0.942 | 0.872 | 0.651 | 0.581 | 0.645 | 0.441 | -0.091 | 0.495 | 0.843 | 0.719 | 0.066 | -0.831 | -0.831 |
| low | 0.948 | 0.403 | -0.150 | 0.461 | 0.827 | 0.950 | 1.000 | 0.906 | 0.178 | 0.419 | -0.018 | 0.976 | 0.867 | 0.621 | 0.618 | 0.669 | 0.403 | -0.150 | 0.461 | 0.827 | 0.704 | -0.018 | -0.817 | -0.817 |
| macd_7 | 0.884 | 0.531 | -0.216 | 0.556 | 0.891 | 0.880 | 0.906 | 1.000 | -0.018 | 0.595 | -0.033 | 0.886 | 0.849 | 0.735 | 0.564 | 0.532 | 0.531 | -0.216 | 0.556 | 0.891 | 0.536 | -0.033 | -0.697 | -0.697 |
| macdhist_7 | 0.189 | -0.799 | -0.571 | -0.583 | -0.287 | 0.121 | 0.178 | -0.018 | 1.000 | -0.749 | 0.055 | 0.167 | 0.190 | -0.504 | -0.019 | 0.487 | -0.799 | -0.571 | -0.583 | -0.287 | 0.272 | 0.055 | -0.221 | -0.221 |
| macdsignal_7 | 0.404 | 0.947 | 0.213 | 0.856 | 0.757 | 0.447 | 0.419 | 0.595 | -0.749 | 1.000 | -0.004 | 0.425 | 0.401 | 0.778 | 0.394 | -0.052 | 0.947 | 0.213 | 0.856 | 0.757 | 0.197 | -0.004 | -0.242 | -0.242 |
| obv | 0.028 | -0.033 | -0.132 | 0.110 | 0.016 | 0.066 | -0.018 | -0.033 | 0.055 | -0.004 | 1.000 | 0.058 | 0.167 | -0.028 | 0.090 | -0.034 | -0.033 | -0.132 | 0.110 | 0.016 | 0.215 | 1.000 | -0.087 | -0.087 |
| open | 0.908 | 0.411 | -0.154 | 0.477 | 0.814 | 0.942 | 0.976 | 0.886 | 0.167 | 0.425 | 0.058 | 1.000 | 0.880 | 0.616 | 0.638 | 0.626 | 0.411 | -0.154 | 0.477 | 0.814 | 0.701 | 0.058 | -0.815 | -0.815 |
| rsi_14 | 0.881 | 0.382 | -0.157 | 0.548 | 0.804 | 0.872 | 0.867 | 0.849 | 0.190 | 0.401 | 0.167 | 0.880 | 1.000 | 0.628 | 0.740 | 0.563 | 0.382 | -0.157 | 0.548 | 0.804 | 0.776 | 0.167 | -0.855 | -0.855 |
| rsi_21 | 0.636 | 0.825 | 0.378 | 0.765 | 0.828 | 0.651 | 0.621 | 0.735 | -0.504 | 0.778 | -0.028 | 0.616 | 0.628 | 1.000 | 0.603 | 0.166 | 0.825 | 0.378 | 0.765 | 0.828 | 0.392 | -0.028 | -0.585 | -0.585 |
| rsi_60 | 0.617 | 0.435 | 0.190 | 0.640 | 0.645 | 0.581 | 0.618 | 0.564 | -0.019 | 0.394 | 0.090 | 0.638 | 0.740 | 0.603 | 1.000 | 0.290 | 0.435 | 0.190 | 0.640 | 0.645 | 0.724 | 0.090 | -0.758 | -0.758 |
| rsi_7 | 0.715 | -0.036 | -0.187 | 0.064 | 0.370 | 0.645 | 0.669 | 0.532 | 0.487 | -0.052 | -0.034 | 0.626 | 0.563 | 0.166 | 0.290 | 1.000 | -0.036 | -0.187 | 0.064 | 0.370 | 0.489 | -0.034 | -0.541 | -0.541 |
| sma_14 | 0.384 | 1.000 | 0.477 | 0.871 | 0.754 | 0.441 | 0.403 | 0.531 | -0.799 | 0.947 | -0.033 | 0.411 | 0.382 | 0.825 | 0.435 | -0.036 | 1.000 | 0.477 | 0.871 | 0.754 | 0.232 | -0.033 | -0.305 | -0.305 |
| sma_21 | -0.118 | 0.477 | 1.000 | 0.341 | 0.076 | -0.091 | -0.150 | -0.216 | -0.571 | 0.213 | -0.132 | -0.154 | -0.157 | 0.378 | 0.190 | -0.187 | 0.477 | 1.000 | 0.341 | 0.076 | -0.010 | -0.132 | -0.083 | -0.083 |
| sma_60 | 0.468 | 0.871 | 0.341 | 1.000 | 0.776 | 0.495 | 0.461 | 0.556 | -0.583 | 0.856 | 0.110 | 0.477 | 0.548 | 0.765 | 0.640 | 0.064 | 0.871 | 0.341 | 1.000 | 0.776 | 0.481 | 0.110 | -0.461 | -0.461 |
| sma_7 | 0.816 | 0.754 | 0.076 | 0.776 | 1.000 | 0.843 | 0.827 | 0.891 | -0.287 | 0.757 | 0.016 | 0.814 | 0.804 | 0.828 | 0.645 | 0.370 | 0.754 | 0.076 | 0.776 | 1.000 | 0.645 | 0.016 | -0.751 | -0.751 |
| target | 0.725 | 0.232 | -0.010 | 0.481 | 0.645 | 0.719 | 0.704 | 0.536 | 0.272 | 0.197 | 0.215 | 0.701 | 0.776 | 0.392 | 0.724 | 0.489 | 0.232 | -0.010 | 0.481 | 0.645 | 1.000 | 0.215 | -0.899 | -0.899 |
| volume | 0.028 | -0.033 | -0.132 | 0.110 | 0.016 | 0.066 | -0.018 | -0.033 | 0.055 | -0.004 | 1.000 | 0.058 | 0.167 | -0.028 | 0.090 | -0.034 | -0.033 | -0.132 | 0.110 | 0.016 | 0.215 | 1.000 | -0.087 | -0.087 |
| window_end_ms | -0.830 | -0.305 | -0.083 | -0.461 | -0.751 | -0.831 | -0.817 | -0.697 | -0.221 | -0.242 | -0.087 | -0.815 | -0.855 | -0.585 | -0.758 | -0.541 | -0.305 | -0.083 | -0.461 | -0.751 | -0.899 | -0.087 | 1.000 | 1.000 |
| window_start_ms | -0.830 | -0.305 | -0.083 | -0.461 | -0.751 | -0.831 | -0.817 | -0.697 | -0.221 | -0.242 | -0.087 | -0.815 | -0.855 | -0.585 | -0.758 | -0.541 | -0.305 | -0.083 | -0.461 | -0.751 | -0.899 | -0.087 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752349080000 | 2499.39 | 2499.99 | 2498.88 | 2499.99 | 1752349080000 | 1752349140000 | 2.40 | 2498.87 | 2498.24 | 2499.30 | 2499.89 | 2498.87 | 2498.24 | 2499.30 | 2499.89 | 75.16 | 60.09 | 45.82 | 49.65 | -0.16 | -1.12 | 0.96 | 2.40 | 2499.65 |
| 1752349140000 | 2499.98 | 2499.99 | 2499.73 | 2499.73 | 1752349140000 | 1752349200000 | 0.09 | 2499.18 | 2498.35 | 2499.16 | 2499.91 | 2499.18 | 2498.35 | 2499.16 | 2499.91 | 71.15 | 56.46 | 41.83 | 51.01 | -0.07 | -0.89 | 0.82 | 0.09 | 2499.93 |
| 1752349200000 | 2499.19 | 2499.65 | 2499.08 | 2499.08 | 1752349200000 | 1752349260000 | 0.96 | 2499.46 | 2498.42 | 2499.02 | 2499.92 | 2499.46 | 2498.42 | 2499.02 | 2499.92 | 68.70 | 54.22 | 41.78 | 50.58 | -0.06 | -0.66 | 0.61 | 0.96 | 2500.00 |
| 1752349260000 | 2499.68 | 2500.00 | 2499.68 | 2500.00 | 1752349260000 | 1752349320000 | 0.12 | 2499.69 | 2498.58 | 2498.93 | 2499.94 | 2499.69 | 2498.58 | 2498.93 | 2499.94 | 66.67 | 59.15 | 44.69 | 51.16 | 0.07 | -0.45 | 0.51 | 0.12 | 2499.99 |
| 1752349320000 | 2500.00 | 2500.00 | 2499.99 | 2499.99 | 1752349320000 | 1752349380000 | 0.31 | 2499.69 | 2498.65 | 2498.82 | 2499.97 | 2499.69 | 2498.65 | 2498.82 | 2499.97 | 50.00 | 54.32 | 43.73 | 51.66 | 0.17 | -0.22 | 0.39 | 0.31 | 2500.00 |
| 1752349380000 | 2499.95 | 2499.95 | 2499.65 | 2499.65 | 1752349380000 | 1752349440000 | 0.13 | 2499.67 | 2498.91 | 2498.70 | 2500.00 | 2499.67 | 2498.91 | 2498.70 | 2500.00 | 48.10 | 71.06 | 43.11 | 52.22 | 0.23 | -0.07 | 0.30 | 0.13 | 2499.66 |
| 1752349440000 | 2499.93 | 2499.93 | 2499.52 | 2499.93 | 1752349440000 | 1752349500000 | 1.22 | 2499.77 | 2499.14 | 2498.64 | 2500.04 | 2499.77 | 2499.14 | 2498.64 | 2500.04 | 60.50 | 70.25 | 46.48 | 52.42 | 0.36 | 0.26 | 0.10 | 1.22 | 2500.29 |
| 1752349500000 | 2499.54 | 2500.00 | 2499.54 | 2500.00 | 1752349500000 | 1752349560000 | 0.47 | 2499.77 | 2499.32 | 2498.75 | 2500.05 | 2499.77 | 2499.32 | 2498.75 | 2500.05 | 50.20 | 66.58 | 58.33 | 50.44 | 0.45 | 0.51 | -0.06 | 0.47 | 2499.29 |
| 1752349560000 | 2499.98 | 2499.99 | 2499.91 | 2499.99 | 1752349560000 | 1752349620000 | 2.22 | 2499.81 | 2499.49 | 2498.83 | 2500.07 | 2499.81 | 2499.49 | 2498.83 | 2500.07 | 55.70 | 66.35 | 56.34 | 51.85 | 0.45 | 0.55 | -0.10 | 2.22 | 2498.65 |
| 1752349620000 | 2500.00 | 2500.00 | 2499.99 | 2500.00 | 1752349620000 | 1752349680000 | 0.40 | 2499.94 | 2499.70 | 2498.93 | 2500.10 | 2499.94 | 2499.70 | 2498.93 | 2500.10 | 78.05 | 70.93 | 57.12 | 51.68 | 0.45 | 0.62 | -0.17 | 0.40 | 2499.04 |
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752350280000 | 2497.97 | 2498.10 | 2497.95 | 2498.09 | 1752350280000 | 1752350340000 | 3.22 | 2498.32 | 2499.01 | 2499.26 | 2499.99 | 2498.32 | 2499.01 | 2499.26 | 2499.99 | 38.52 | 32.10 | 42.98 | 47.64 | -0.40 | -0.23 | -0.17 | 3.22 | 2498.16 |
| 1752350340000 | 2498.09 | 2498.10 | 2498.09 | 2498.10 | 1752350340000 | 1752350400000 | 0.41 | 2498.18 | 2498.87 | 2499.17 | 2499.96 | 2498.18 | 2498.87 | 2499.17 | 2499.96 | 27.18 | 31.30 | 37.58 | 47.11 | -0.40 | -0.29 | -0.10 | 0.41 | 2498.15 |
| 1752350400000 | 2498.10 | 2498.10 | 2498.09 | 2498.09 | 1752350400000 | 1752350460000 | 0.18 | 2498.07 | 2498.74 | 2499.09 | 2499.91 | 2498.07 | 2498.74 | 2499.09 | 2499.91 | 29.47 | 31.30 | 38.86 | 46.45 | -0.37 | -0.33 | -0.04 | 0.18 | 2497.85 |
| 1752350460000 | 2498.16 | 2498.16 | 2498.15 | 2498.15 | 1752350460000 | 1752350520000 | 0.86 | 2497.98 | 2498.60 | 2499.05 | 2499.89 | 2497.98 | 2498.60 | 2499.05 | 2499.89 | 33.51 | 31.97 | 43.13 | 47.97 | -0.35 | -0.38 | 0.03 | 0.86 | 2497.33 |
| 1752350520000 | 2498.16 | 2498.16 | 2498.15 | 2498.15 | 1752350520000 | 1752350580000 | 0.36 | 2498.06 | 2498.50 | 2498.96 | 2499.81 | 2498.06 | 2498.50 | 2498.96 | 2499.81 | 91.18 | 34.24 | 34.19 | 43.43 | -0.34 | -0.45 | 0.11 | 0.36 | 2496.95 |
| 1752350580000 | 2498.15 | 2498.16 | 2498.15 | 2498.16 | 1752350580000 | 1752350640000 | 0.08 | 2498.13 | 2498.34 | 2498.87 | 2499.74 | 2498.13 | 2498.34 | 2498.87 | 2499.74 | 89.09 | 24.46 | 34.36 | 43.03 | -0.32 | -0.45 | 0.14 | 0.08 | 2496.95 |
| 1752350640000 | 2498.16 | 2498.16 | 2498.15 | 2498.15 | 1752350640000 | 1752350700000 | 0.20 | 2498.13 | 2498.26 | 2498.80 | 2499.68 | 2498.13 | 2498.26 | 2498.80 | 2499.68 | 53.33 | 32.08 | 36.41 | 44.11 | -0.31 | -0.50 | 0.19 | 0.20 | 2497.28 |
| 1752350700000 | 2497.82 | 2497.85 | 2497.82 | 2497.85 | 1752350700000 | 1752350760000 | 0.44 | 2498.09 | 2498.21 | 2498.70 | 2499.61 | 2498.09 | 2498.21 | 2498.70 | 2499.61 | 20.00 | 35.92 | 31.23 | 43.52 | -0.32 | -0.50 | 0.18 | 0.44 | 2496.01 |
| 1752350760000 | 2497.35 | 2497.35 | 2497.17 | 2497.33 | 1752350760000 | 1752350820000 | 0.30 | 2497.98 | 2498.08 | 2498.58 | 2499.53 | 2497.98 | 2498.08 | 2498.58 | 2499.53 | 7.69 | 21.21 | 27.71 | 42.88 | -0.37 | -0.47 | 0.10 | 0.30 | 2495.87 |
| 1752350820000 | 2496.94 | 2496.96 | 2496.94 | 2496.95 | 1752350820000 | 1752350880000 | 0.70 | 2497.82 | 2497.95 | 2498.43 | 2499.45 | 2497.82 | 2497.95 | 2498.43 | 2499.45 | 5.47 | 19.81 | 26.10 | 42.65 | -0.44 | -0.46 | 0.03 | 0.70 | 2496.25 |